CD14 and COVID-19: To directly inspect epigenetic alterations in peripheral blood monocytes in severe COVID-19, we isolated CD14 + CD15 − cells from 59 blood samples, comprising 48 severe COVID-19 patients and 11 healthy donors (HDs), and performed DNA methylation profiling (Fig. 1A, Table 1, and Additional file 1.